Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "141" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 93 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 89 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.917124 | -0.353896 | 0.697590 | 2.865073 | 4.901251 | 1.424712 | 1.319042 | 2.704330 | 0.7956 | 0.7943 | 0.2305 | 12.315580 | 10.769969 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 0.00% | 2.110876 | 1.548239 | 2.218808 | 3.857649 | 2.586009 | 2.178171 | 1.182904 | 1.102890 | 0.7490 | 0.7387 | 0.2433 | 2.618858 | 2.615134 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.696471 | -0.101752 | 0.599585 | 0.213570 | 2.000801 | -1.222038 | 2.241276 | -0.099442 | 0.0427 | 0.0310 | 0.0025 | nan | nan |
| 2459591 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.064696 | 1.045030 | 3.256528 | 5.120498 | 4.007594 | 1.186997 | 1.673141 | 0.338801 | 0.6813 | 0.6968 | 0.3482 | 4.891889 | 4.720344 |
| 2459590 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.390805 | 1.074949 | 2.176660 | 4.190024 | 5.352311 | 1.547482 | 0.719155 | -0.384357 | 0.6808 | 0.6955 | 0.3430 | 5.120091 | 5.116462 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 2.106482 | 1.374549 | 0.448494 | 3.275510 | 3.765882 | 1.599607 | 1.385612 | 2.039089 | 0.7230 | 0.7162 | 0.2709 | 1.923657 | 1.936374 |
| 2459588 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.088482 | 1.190492 | 2.522220 | 5.115261 | 2.777838 | 1.155723 | 1.389159 | 1.661226 | 0.7919 | 0.7729 | 0.2093 | 9.416795 | 6.945280 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 348.542021 | 354.407865 | inf | inf | 24.254429 | 105.385033 | 198.293088 | 498.376133 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.864453 | 0.058210 | 1.524319 | 0.474697 | 5.113056 | -0.274879 | 3.404453 | -0.184627 | 0.6635 | 0.6720 | 0.3445 | 5.047335 | 4.547983 |
| 2459585 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 7.298516 | 0.529492 | 3.822783 | 0.335335 | 5.347925 | -0.425008 | 4.698272 | -0.278367 | 0.0411 | 0.0371 | 0.0033 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.835255 | 2.502751 | 0.030839 | 4.201016 | -0.504956 | 20.321778 | 9.235087 | 8.438152 | 0.6242 | 0.6366 | 0.3452 | 0.000000 | 0.000000 |
| 2459583 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.780651 | 0.848517 | -0.693126 | 2.999822 | 4.168318 | 0.859174 | 0.595939 | 0.410113 | 0.6837 | 0.6955 | 0.3615 | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 44.86% | 1.08% | 0.804822 | 0.756730 | -0.686502 | 2.729792 | 3.976118 | 1.021931 | 0.310403 | 0.606764 | 0.6864 | 0.6963 | 0.3626 | 1.588423 | 1.507338 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.24% | 16.22% | 1.299234 | 1.562175 | -0.835811 | 3.154635 | 2.954253 | 1.736660 | 0.215075 | 0.195767 | 0.6963 | 0.7049 | 0.3562 | 1.904731 | 1.839496 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.779097 | 1.019731 | -0.669168 | 3.341299 | 2.673221 | 1.429698 | -0.173842 | -0.608829 | 0.6864 | 0.6978 | 0.3603 | 0.000000 | 0.000000 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | 0.772438 | 0.813081 | -0.603397 | 3.762028 | 2.891525 | 1.559701 | 0.306697 | -0.058896 | 0.6839 | 0.6937 | 0.3596 | 1.569918 | 1.488224 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.216219 | 1.424550 | -0.786360 | 1.069233 | 0.744456 | -0.857075 | -0.057438 | -1.018036 | 0.0509 | 0.0508 | 0.0066 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 1.333974 | 1.432186 | -0.858817 | 2.818795 | 2.410608 | 1.421131 | 0.554038 | 1.054414 | 0.6838 | 0.6930 | 0.3614 | 1.903710 | 1.777842 |
| 2459576 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.30% | 2.15% | 0.852563 | 1.005698 | -0.686565 | 1.748989 | 1.907867 | 1.038815 | 0.125815 | -1.104525 | 0.7093 | 0.7210 | 0.3622 | 1.709077 | 1.723484 |
| 2459575 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.521288 | 1.701072 | -0.818977 | 1.801943 | 4.580740 | 1.474564 | -0.616527 | 1.499197 | 0.7660 | 0.7607 | 0.3029 | 8.009089 | 7.228200 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 1.08% | 1.148589 | 1.496631 | -0.814463 | 1.665064 | 2.117258 | 1.941938 | 0.477351 | 0.688801 | 0.7016 | 0.7086 | 0.3593 | 1.860965 | 1.875259 |
| 2459573 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.765625 | 1.243741 | -0.829360 | 4.212924 | 3.603123 | 1.630024 | 0.279381 | 0.614591 | 0.7069 | 0.7172 | 0.3550 | 6.409615 | 5.220722 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.54% | 0.659051 | 1.145294 | -0.749837 | 1.884474 | 1.426141 | 1.114993 | 1.188231 | 1.030464 | 0.7096 | 0.7188 | 0.3547 | 1.641943 | 1.701667 |
| 2459571 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.080921 | 1.288186 | -0.694011 | 0.959800 | 5.337638 | -0.504349 | 0.270389 | -0.847537 | 0.0345 | 0.0286 | 0.0016 | nan | nan |
| 2459570 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 98.92% | 1.08% | 0.616799 | -0.975479 | 0.075462 | -1.472869 | 0.500337 | -0.912101 | 0.788847 | 0.630403 | 0.7065 | 0.7207 | 0.3266 | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 2.70% | 1.390265 | 1.333222 | -0.789371 | 2.316867 | -0.272962 | 1.900694 | -0.179736 | 2.351060 | 0.7772 | 0.7781 | 0.2225 | 2.644847 | 2.468641 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 1.777625 | 1.901407 | -0.640810 | 2.971362 | 2.048777 | 1.737147 | 2.092973 | 1.644405 | 0.6950 | 0.7051 | 0.3676 | 1.611525 | 1.606446 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | 0.176781 | 0.176781 | 0.138346 | 0.138346 | 0.470698 | 0.470698 | 0.005728 | 0.005728 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.394149 | -0.372267 | -0.916281 | -1.614750 | 0.650822 | 4.202752 | 1.892342 | 1.988205 | 0.7153 | 0.7172 | 0.3646 | 4.734152 | 3.837822 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 4.30% | 0.779965 | 0.156976 | -0.642537 | -0.309835 | 2.691864 | -0.738602 | 0.247011 | -0.678709 | 0.7105 | 0.7192 | 0.3625 | 2.158690 | 1.954778 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.246560 | -1.313076 | -0.291896 | -2.184658 | 0.881250 | -1.141973 | 0.569266 | 0.284151 | 0.7130 | 0.7227 | 0.3571 | 1.977389 | 1.786765 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.260185 | -0.926978 | -0.177270 | -2.329447 | 1.475888 | -1.260918 | 1.025255 | -0.256609 | 0.7115 | 0.7226 | 0.3584 | 1.868873 | 1.768568 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.390856 | -1.161885 | -0.057137 | -2.331651 | 1.954340 | -1.051413 | 0.304843 | -0.687645 | 0.7107 | 0.7218 | 0.3681 | 1.887182 | 1.713998 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.54% | 0.104185 | -1.234758 | -0.401786 | -2.427078 | 1.973905 | -1.349067 | 0.265346 | -0.666759 | 0.7091 | 0.7179 | 0.3608 | 1.854053 | 1.695544 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 6.99% | 0.810064 | 1.022387 | -0.682704 | 3.243192 | 2.258953 | 0.807946 | 0.000365 | -1.055600 | 0.7129 | 0.7191 | 0.3632 | 1.935373 | 1.781459 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0499 | 0.0332 | 0.0048 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 4.86% | 0.904450 | 1.218988 | -0.774309 | 3.140403 | 3.245560 | 0.576534 | -0.456934 | -1.820834 | 0.7097 | 0.7180 | 0.3637 | 1.894332 | 1.763788 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7170 | 0.7234 | 0.3695 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7129 | 0.7193 | 0.3697 | nan | nan |
| 2459552 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.478656 | 2.564196 | -0.395148 | 5.516302 | 1.176999 | 3.204404 | 0.924978 | -0.005266 | 0.7224 | 0.7215 | 0.3639 | 11.081768 | 10.515292 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.094237 | -1.113565 | -0.453180 | -2.751185 | 2.371926 | -2.200442 | 0.637517 | -0.922771 | 0.7168 | 0.7226 | 0.3630 | 1.862818 | 1.686439 |
| 2459550 | digital_ok | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0554 | 0.0461 | 0.0018 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.608618 | 1.413963 | -0.885509 | 3.532110 | 3.655706 | 1.325858 | 0.978710 | -1.193363 | 0.7119 | 0.7192 | 0.3737 | 1.987651 | 1.756584 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | 1.428325 | 0.616707 | -0.587977 | 2.273417 | -0.165001 | 2.373286 | 1.231182 | -0.861890 | 0.7556 | 0.7603 | 0.3334 | 1.988133 | 1.692170 |
| 2459541 | digital_ok | 100.00% | 1.34% | 1.79% | 0.00% | 100.00% | 0.00% | 1.284861 | 1.173404 | -0.374768 | 4.266454 | -0.466664 | 2.846390 | 0.484680 | 1.265759 | 0.7504 | 0.7465 | 0.3116 | 5.023345 | 4.517359 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 0.45% | 0.711650 | -0.505645 | -0.181055 | -1.719589 | 2.842525 | -2.832332 | 0.385894 | -0.596449 | 0.7595 | 0.7611 | 0.3222 | 1.728033 | 1.603106 |
| 2459536 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.525104 | 2.340044 | 0.080322 | 6.691566 | 0.235809 | 4.517021 | 0.929728 | -2.080780 | 0.7437 | 0.7431 | 0.3839 | 7.026992 | 5.719262 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | 0.318223 | -0.666341 | -0.027062 | -1.623230 | 3.202505 | -2.856010 | 0.935727 | -0.746018 | 0.7899 | 0.7865 | 0.3272 | 1.824344 | 1.617411 |
| 2459534 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 20.98% | 0.00% | 0.524129 | -1.092618 | 0.240784 | -2.237609 | 1.822428 | -2.054288 | 0.388971 | -0.525115 | 0.7814 | 0.7706 | 0.3290 | 1.819401 | 1.652448 |
| 2459533 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.291163 | 1.467413 | -0.659629 | 3.712848 | 3.547736 | 1.028976 | 0.129461 | -0.956191 | 0.7297 | 0.7402 | 0.3722 | 4.552995 | 3.956003 |
| 2459532 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.733357 | 1.689681 | -0.709593 | 4.627882 | 2.821006 | 1.660060 | 0.133580 | -1.223997 | 0.7355 | 0.7447 | 0.3656 | 5.623652 | 4.567679 |
| 2459530 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.92% | 0.00% | 0.317349 | -1.008895 | -0.170936 | -2.111768 | 1.754497 | -1.917811 | 0.063158 | -0.803616 | 0.7507 | 0.7519 | 0.3648 | 1.696299 | 1.651418 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.452258 | 1.668220 | -0.575072 | 4.190327 | 1.101957 | 2.914808 | -0.468853 | -0.855187 | 0.9146 | 0.9417 | 0.2745 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 2.039661 | 1.348705 | -0.835260 | 5.661438 | 0.528680 | 2.753784 | 0.037269 | -1.900192 | nan | nan | nan | 6.434373 | 5.521206 |
| 2459522 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.721494 | 1.708970 | -0.851062 | 4.856358 | 0.019976 | 3.632396 | -0.048227 | -1.431094 | 0.7052 | 0.7253 | 0.3163 | 5.985642 | 6.983311 |
| 2459513 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.094085 | 1.483059 | -0.750099 | 0.455790 | 4.555508 | 0.111580 | -0.020754 | -0.731237 | 0.0624 | 0.0567 | 0.0060 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 0.507206 | 1.644740 | -0.458200 | 2.684347 | 0.312429 | 0.627127 | -0.264208 | 3.152714 | 0.9214 | 0.9482 | 0.1700 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1.181076 | 1.024445 | -0.086674 | 3.284905 | 0.289943 | 0.530331 | -0.360774 | -1.142532 | 0.8852 | 0.8527 | 0.1943 | 6.040887 | 4.389071 |
| 2459503 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.084248 | 3.598368 | -0.056211 | 4.836089 | 0.217965 | 5.848069 | 2.390593 | -1.024092 | 0.8916 | 0.8820 | 0.4151 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 3.839213 | 0.458497 | 0.688338 | 1.127699 | 2.882534 | 3.839213 | 2.133086 | 0.390826 | -0.885029 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 5.206188 | 0.786544 | 1.204088 | 5.206188 | 4.110128 | 2.649176 | 4.139659 | -0.281200 | 0.522775 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 2.955178 | 0.423743 | 0.871771 | 1.212616 | 2.829205 | 2.955178 | 1.423840 | 0.247284 | -0.840818 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.026147 | 0.848207 | 0.656853 | 1.079037 | 3.026147 | 2.280660 | 1.334008 | 0.779440 | -0.329419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Temporal Variability | 3.405955 | 1.225215 | 0.870758 | 1.248162 | 3.048693 | 0.732481 | 3.405955 | 1.038136 | 0.723111 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 2.432906 | 1.396675 | 0.899746 | 0.434853 | 2.171928 | 2.432906 | 1.060797 | 1.884999 | -0.031301 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.075343 | 1.364194 | 0.654385 | 1.821337 | 3.075343 | 2.986991 | 1.971718 | 1.216585 | 1.101318 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 4.559361 | 0.759156 | 1.577385 | 4.559361 | 3.576088 | 1.864227 | 4.295473 | 0.734837 | 1.509388 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 5.245689 | 0.817657 | 1.507053 | 5.245689 | 3.466230 | 1.608933 | 4.147257 | 0.593903 | 1.856011 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 4.932566 | 1.297773 | 0.882065 | 4.932566 | 3.522504 | 4.865263 | 3.923818 | -0.066605 | -0.082724 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Discontinuties | 2.041127 | 1.580933 | -0.540491 | -0.059308 | -0.225843 | 1.229226 | 0.290130 | 2.041127 | -0.019456 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 4.195373 | 1.363184 | 0.416799 | 1.752336 | 3.545907 | 4.195373 | 2.240005 | 1.345938 | 0.979596 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.884411 | 2.210900 | 1.500979 | 3.103585 | 3.884411 | 0.571455 | -0.002333 | -0.375904 | -0.110025 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 5.068310 | 0.817105 | 2.142109 | 5.068310 | 3.767250 | 1.291876 | 2.428994 | -0.194162 | 0.973705 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.520744 | 1.504203 | 0.561746 | 2.258666 | 3.520744 | 3.207012 | 1.241717 | 1.256097 | 0.622631 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.779366 | 0.362916 | 1.337303 | 3.779366 | 3.528538 | 1.320912 | 3.737458 | 0.293724 | 1.754686 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.297067 | 0.243978 | 1.312569 | 3.297067 | 2.360511 | 0.610371 | 2.236319 | 0.637283 | 0.889730 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Temporal Discontinuties | 3.172627 | 1.466804 | 1.346972 | 2.780386 | 0.876180 | 2.993042 | 0.860761 | 3.172627 | 1.420575 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 4.901251 | 0.917124 | -0.353896 | 0.697590 | 2.865073 | 4.901251 | 1.424712 | 1.319042 | 2.704330 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.857649 | 2.110876 | 1.548239 | 2.218808 | 3.857649 | 2.586009 | 2.178171 | 1.182904 | 1.102890 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Discontinuties | 2.241276 | -0.101752 | 0.696471 | 0.213570 | 0.599585 | -1.222038 | 2.000801 | -0.099442 | 2.241276 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 5.120498 | 1.045030 | 2.064696 | 5.120498 | 3.256528 | 1.186997 | 4.007594 | 0.338801 | 1.673141 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 5.352311 | 2.390805 | 1.074949 | 2.176660 | 4.190024 | 5.352311 | 1.547482 | 0.719155 | -0.384357 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 3.765882 | 1.374549 | 2.106482 | 3.275510 | 0.448494 | 1.599607 | 3.765882 | 2.039089 | 1.385612 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 5.115261 | 1.088482 | 1.190492 | 2.522220 | 5.115261 | 2.777838 | 1.155723 | 1.389159 | 1.661226 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | inf | 354.407865 | 348.542021 | inf | inf | 105.385033 | 24.254429 | 498.376133 | 198.293088 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 5.113056 | 1.864453 | 0.058210 | 1.524319 | 0.474697 | 5.113056 | -0.274879 | 3.404453 | -0.184627 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Shape | 7.298516 | 7.298516 | 0.529492 | 3.822783 | 0.335335 | 5.347925 | -0.425008 | 4.698272 | -0.278367 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Temporal Variability | 20.321778 | 2.835255 | 2.502751 | 0.030839 | 4.201016 | -0.504956 | 20.321778 | 9.235087 | 8.438152 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 4.168318 | 0.780651 | 0.848517 | -0.693126 | 2.999822 | 4.168318 | 0.859174 | 0.595939 | 0.410113 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 3.976118 | 0.756730 | 0.804822 | 2.729792 | -0.686502 | 1.021931 | 3.976118 | 0.606764 | 0.310403 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.154635 | 1.299234 | 1.562175 | -0.835811 | 3.154635 | 2.954253 | 1.736660 | 0.215075 | 0.195767 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.341299 | 1.019731 | 0.779097 | 3.341299 | -0.669168 | 1.429698 | 2.673221 | -0.608829 | -0.173842 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.762028 | 0.772438 | 0.813081 | -0.603397 | 3.762028 | 2.891525 | 1.559701 | 0.306697 | -0.058896 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Shape | 1.424550 | -0.216219 | 1.424550 | -0.786360 | 1.069233 | 0.744456 | -0.857075 | -0.057438 | -1.018036 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 2.818795 | 1.432186 | 1.333974 | 2.818795 | -0.858817 | 1.421131 | 2.410608 | 1.054414 | 0.554038 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 1.907867 | 1.005698 | 0.852563 | 1.748989 | -0.686565 | 1.038815 | 1.907867 | -1.104525 | 0.125815 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 4.580740 | 1.701072 | 0.521288 | 1.801943 | -0.818977 | 1.474564 | 4.580740 | 1.499197 | -0.616527 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 2.117258 | 1.148589 | 1.496631 | -0.814463 | 1.665064 | 2.117258 | 1.941938 | 0.477351 | 0.688801 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 4.212924 | 1.243741 | 0.765625 | 4.212924 | -0.829360 | 1.630024 | 3.603123 | 0.614591 | 0.279381 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 1.884474 | 1.145294 | 0.659051 | 1.884474 | -0.749837 | 1.114993 | 1.426141 | 1.030464 | 1.188231 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 5.337638 | 1.288186 | 0.080921 | 0.959800 | -0.694011 | -0.504349 | 5.337638 | -0.847537 | 0.270389 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Discontinuties | 0.788847 | 0.616799 | -0.975479 | 0.075462 | -1.472869 | 0.500337 | -0.912101 | 0.788847 | 0.630403 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Temporal Discontinuties | 2.351060 | 1.333222 | 1.390265 | 2.316867 | -0.789371 | 1.900694 | -0.272962 | 2.351060 | -0.179736 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 2.971362 | 1.901407 | 1.777625 | 2.971362 | -0.640810 | 1.737147 | 2.048777 | 1.644405 | 2.092973 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Temporal Variability | 0.470698 | 0.176781 | 0.176781 | 0.138346 | 0.138346 | 0.470698 | 0.470698 | 0.005728 | 0.005728 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Temporal Variability | 4.202752 | 0.394149 | -0.372267 | -0.916281 | -1.614750 | 0.650822 | 4.202752 | 1.892342 | 1.988205 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 2.691864 | 0.779965 | 0.156976 | -0.642537 | -0.309835 | 2.691864 | -0.738602 | 0.247011 | -0.678709 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 0.881250 | 0.246560 | -1.313076 | -0.291896 | -2.184658 | 0.881250 | -1.141973 | 0.569266 | 0.284151 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 1.475888 | 0.260185 | -0.926978 | -0.177270 | -2.329447 | 1.475888 | -1.260918 | 1.025255 | -0.256609 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 1.954340 | 0.390856 | -1.161885 | -0.057137 | -2.331651 | 1.954340 | -1.051413 | 0.304843 | -0.687645 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 1.973905 | 0.104185 | -1.234758 | -0.401786 | -2.427078 | 1.973905 | -1.349067 | 0.265346 | -0.666759 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.243192 | 1.022387 | 0.810064 | 3.243192 | -0.682704 | 0.807946 | 2.258953 | -1.055600 | 0.000365 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 3.245560 | 1.218988 | 0.904450 | 3.140403 | -0.774309 | 0.576534 | 3.245560 | -1.820834 | -0.456934 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 5.516302 | 2.564196 | 1.478656 | 5.516302 | -0.395148 | 3.204404 | 1.176999 | -0.005266 | 0.924978 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 2.371926 | -1.113565 | 0.094237 | -2.751185 | -0.453180 | -2.200442 | 2.371926 | -0.922771 | 0.637517 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 3.655706 | 0.608618 | 1.413963 | -0.885509 | 3.532110 | 3.655706 | 1.325858 | 0.978710 | -1.193363 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Temporal Variability | 2.373286 | 0.616707 | 1.428325 | 2.273417 | -0.587977 | 2.373286 | -0.165001 | -0.861890 | 1.231182 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 4.266454 | 1.173404 | 1.284861 | 4.266454 | -0.374768 | 2.846390 | -0.466664 | 1.265759 | 0.484680 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 2.842525 | -0.505645 | 0.711650 | -1.719589 | -0.181055 | -2.832332 | 2.842525 | -0.596449 | 0.385894 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 6.691566 | 2.340044 | 1.525104 | 6.691566 | 0.080322 | 4.517021 | 0.235809 | -2.080780 | 0.929728 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 3.202505 | 0.318223 | -0.666341 | -0.027062 | -1.623230 | 3.202505 | -2.856010 | 0.935727 | -0.746018 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 1.822428 | -1.092618 | 0.524129 | -2.237609 | 0.240784 | -2.054288 | 1.822428 | -0.525115 | 0.388971 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.712848 | 1.291163 | 1.467413 | -0.659629 | 3.712848 | 3.547736 | 1.028976 | 0.129461 | -0.956191 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 4.627882 | 1.733357 | 1.689681 | -0.709593 | 4.627882 | 2.821006 | 1.660060 | 0.133580 | -1.223997 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 1.754497 | -1.008895 | 0.317349 | -2.111768 | -0.170936 | -1.917811 | 1.754497 | -0.803616 | 0.063158 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 4.190327 | 0.452258 | 1.668220 | -0.575072 | 4.190327 | 1.101957 | 2.914808 | -0.468853 | -0.855187 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 5.661438 | 2.039661 | 1.348705 | -0.835260 | 5.661438 | 0.528680 | 2.753784 | 0.037269 | -1.900192 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 4.856358 | 1.708970 | 1.721494 | 4.856358 | -0.851062 | 3.632396 | 0.019976 | -1.431094 | -0.048227 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | ee Temporal Variability | 4.555508 | 1.483059 | 0.094085 | 0.455790 | -0.750099 | 0.111580 | 4.555508 | -0.731237 | -0.020754 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Temporal Discontinuties | 3.152714 | 1.644740 | 0.507206 | 2.684347 | -0.458200 | 0.627127 | 0.312429 | 3.152714 | -0.264208 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 4.364608 | 0.653742 | 2.418673 | -0.891671 | 4.364608 | 1.313903 | 1.914084 | 2.841350 | -1.715253 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Power | 3.284905 | 1.024445 | 1.181076 | 3.284905 | -0.086674 | 0.530331 | 0.289943 | -1.142532 | -0.360774 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141 | 13 | digital_ok | nn Temporal Variability | 5.848069 | 1.084248 | 3.598368 | -0.056211 | 4.836089 | 0.217965 | 5.848069 | 2.390593 | -1.024092 |